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Great Expectations: Performance of survey inflation expectations at improving model-based inflation forecasts

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This note explores which survey measures of inflation expectations improve the forecast performance of linear time series models for headline inflation in New Zealand over the period 1996-2021. We use inflation expectations from surveys of consumers, businesses and professional forecasters in a pseudo-out-of-sample forecasting exercise for headline inflation up to 12 quarters ahead. Incorporating survey-based inflation expectations data in linear models typically enhances the accuracy of headline inflation forecasts across different horizons. Among different survey measures, the mean of RBNZ 1-year household inflation expectations survey demonstrates the strongest predictive ability. For policy purposes, a range of measures of expectations are always taken into account, and many different measures contain useful information for policy. Key findings: - Inflation expectations are essential for effective monetary policy as expectations affect current pricing behaviour. - Our results indicate that forecasts for headline inflation that include inflation expectations are significantly better than similar forecasts without survey inflation expectations. - The 1-year mean RBNZ survey of household inflation expectations has the best predictive power for the headline inflation, although the difference is small relative to other survey measures.

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  • Meltem Chadwick & Tyler Smith, 2023. "Great Expectations: Performance of survey inflation expectations at improving model-based inflation forecasts," Reserve Bank of New Zealand Analytical Notes series AN2023/02, Reserve Bank of New Zealand.
  • Handle: RePEc:nzb:nzbans:2023/02
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    File URL: https://www.rbnz.govt.nz/hub/-/media/project/sites/rbnz/files/publications/analytical-notes/2023/great-expectations-using-survey-inflation-expectations-to-improve-inflation-forecasts.pdf
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